Company
Originality.ai makes AI-content detection software that scans text for likely machine authorship, used by publishers, educators, and content platforms.
Two detection studies put machine-written text across large slices of Amazon's self-published shelf, and the sales figures underneath one of them show a market that grew in dollars while thinning out per title.
Reality
Two detection chief executives describe their own products as probabilities rather than verdicts. That is the constraint to design around before a score is allowed to fail a student or close an account.
Reality
Super exists because Pangram V4 stopped working against StealthGPT's old rewriter, and the launch report puts the evasion number next to a factual-consistency score of 82 percent on the same 100 samples.
Reality
Pangram has 24 employees and a percentage that Substack now shows to readers, so publishers and prize juries are making irreversible calls on a number checked mainly in early independent tests, by a company that has since shipped a new model.
Reality
Originality.ai flagged 1,272 of 2,034 books. The audit's soft spots and Amazon's honour-system disclosure point the same way: nobody is verifying who wrote what.
Reality